Overview
Brought to you by YData
Dataset statistics
| Number of variables | 61 |
|---|---|
| Number of observations | 74612 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 8 |
| Duplicate rows (%) | < 0.1% |
| Total size in memory | 10.3 MiB |
| Average record size in memory | 145.0 B |
Variable types
| Numeric | 7 |
|---|---|
| Categorical | 4 |
| DateTime | 1 |
| Boolean | 49 |
| Dataset has 8 (< 0.1%) duplicate rows | Duplicates |
Classification_Of_Accident_Non-fatal injury is highly overall correlated with Classification_Of_Accident_P.D. only and 2 other fields | High correlation |
Classification_Of_Accident_P.D. only is highly overall correlated with Classification_Of_Accident_Non-fatal injury and 2 other fields | High correlation |
Environment_Condition_Rain is highly overall correlated with Road_Surface_Condition_Wet | High correlation |
Environment_Condition_Snow is highly overall correlated with Road_Surface_Condition_Loose snow | High correlation |
Initial_Impact_Type_SMV unattended vehicle is highly overall correlated with Light_Unknown | High correlation |
Lat is highly overall correlated with Long | High correlation |
Light_Unknown is highly overall correlated with Initial_Impact_Type_SMV unattended vehicle | High correlation |
Location_Type_Midblock is highly overall correlated with Traffic_Control_No control and 1 other fields | High correlation |
Long is highly overall correlated with Lat | High correlation |
Max_Injury_Fatal is highly overall correlated with Num_of_Fatal_Injuries | High correlation |
Max_Injury_Minimal is highly overall correlated with Classification_Of_Accident_Non-fatal injury and 1 other fields | High correlation |
Max_Injury_Minor is highly overall correlated with Classification_Of_Accident_Non-fatal injury and 1 other fields | High correlation |
Num_of_Fatal_Injuries is highly overall correlated with Max_Injury_Fatal and 4 other fields | High correlation |
Num_of_Injuries is highly overall correlated with Num_of_Fatal_Injuries and 2 other fields | High correlation |
Num_of_Major_Injuries is highly overall correlated with Num_of_Fatal_Injuries | High correlation |
Num_of_Minimal_Injuries is highly overall correlated with Num_of_Fatal_Injuries and 1 other fields | High correlation |
Num_of_Minor_Injuries is highly overall correlated with Num_of_Fatal_Injuries and 1 other fields | High correlation |
Road_Surface_Condition_Loose snow is highly overall correlated with Environment_Condition_Snow | High correlation |
Road_Surface_Condition_Wet is highly overall correlated with Environment_Condition_Rain | High correlation |
Traffic_Control_No control is highly overall correlated with Location_Type_Midblock and 1 other fields | High correlation |
Traffic_Control_Traffic signal is highly overall correlated with Location_Type_Midblock and 1 other fields | High correlation |
Num_Of_Pedestrians is highly imbalanced (92.3%) | Imbalance |
Num_of_Bicycles is highly imbalanced (93.4%) | Imbalance |
Num_of_Motorcycles is highly imbalanced (96.4%) | Imbalance |
Num_of_Fatal_Injuries is highly imbalanced (99.0%) | Imbalance |
Initial_Impact_Type_Approaching is highly imbalanced (88.8%) | Imbalance |
Initial_Impact_Type_Other is highly imbalanced (83.6%) | Imbalance |
Initial_Impact_Type_SMV unattended vehicle is highly imbalanced (58.5%) | Imbalance |
Initial_Impact_Type_Turning movement is highly imbalanced (51.9%) | Imbalance |
Road_Surface_Condition_Ice is highly imbalanced (75.5%) | Imbalance |
Road_Surface_Condition_Loose sand or gravel is highly imbalanced (99.0%) | Imbalance |
Road_Surface_Condition_Loose snow is highly imbalanced (66.8%) | Imbalance |
Road_Surface_Condition_Mud is highly imbalanced (99.8%) | Imbalance |
Road_Surface_Condition_Other is highly imbalanced (99.4%) | Imbalance |
Road_Surface_Condition_Packed snow is highly imbalanced (81.9%) | Imbalance |
Road_Surface_Condition_Slush is highly imbalanced (78.1%) | Imbalance |
Road_Surface_Condition_Spilled liquid is highly imbalanced (99.9%) | Imbalance |
Road_Surface_Condition_Unknown is highly imbalanced (99.4%) | Imbalance |
Environment_Condition_Drifting Snow is highly imbalanced (96.3%) | Imbalance |
Environment_Condition_Fog, mist, smoke, dust is highly imbalanced (97.5%) | Imbalance |
Environment_Condition_Freezing Rain is highly imbalanced (88.8%) | Imbalance |
Environment_Condition_Other is highly imbalanced (99.5%) | Imbalance |
Environment_Condition_Rain is highly imbalanced (57.0%) | Imbalance |
Environment_Condition_Snow is highly imbalanced (51.9%) | Imbalance |
Environment_Condition_Strong wind is highly imbalanced (98.5%) | Imbalance |
Environment_Condition_Unknown is highly imbalanced (98.3%) | Imbalance |
Light_Dawn is highly imbalanced (83.6%) | Imbalance |
Light_Dusk is highly imbalanced (73.0%) | Imbalance |
Light_Other is highly imbalanced (99.8%) | Imbalance |
Light_Unknown is highly imbalanced (77.6%) | Imbalance |
Traffic_Control_MPS is highly imbalanced (99.4%) | Imbalance |
Traffic_Control_Other is highly imbalanced (99.2%) | Imbalance |
Traffic_Control_Ped. crossover is highly imbalanced (99.6%) | Imbalance |
Traffic_Control_Roundabout is highly imbalanced (89.8%) | Imbalance |
Traffic_Control_School bus is highly imbalanced (99.9%) | Imbalance |
Traffic_Control_Stop sign is highly imbalanced (50.2%) | Imbalance |
Traffic_Control_Traffic controller is highly imbalanced (99.8%) | Imbalance |
Traffic_Control_Traffic gate is highly imbalanced (99.8%) | Imbalance |
Traffic_Control_Yield sign is highly imbalanced (94.9%) | Imbalance |
Max_Injury_Fatal is highly imbalanced (98.0%) | Imbalance |
Max_Injury_Major is highly imbalanced (92.8%) | Imbalance |
Max_Injury_Minimal is highly imbalanced (64.5%) | Imbalance |
Max_Injury_Minor is highly imbalanced (52.4%) | Imbalance |
Max_Injury_None is highly imbalanced (99.2%) | Imbalance |
Num_of_Major_Injuries is highly skewed (γ1 = 31.27932899) | Skewed |
Lat is highly skewed (γ1 = -23.8028575) | Skewed |
Num_of_Injuries has 61195 (82.0%) zeros | Zeros |
Num_of_Minimal_Injuries has 68879 (92.3%) zeros | Zeros |
Num_of_Minor_Injuries has 66808 (89.5%) zeros | Zeros |
Num_of_Major_Injuries has 73941 (99.1%) zeros | Zeros |
Reproduction
| Analysis started | 2024-11-21 00:06:44.874088 |
|---|---|
| Analysis finished | 2024-11-21 00:07:32.736877 |
| Duration | 47.86 seconds |
| Software version | ydata-profiling vv4.12.0 |
| Download configuration | config.json |
Variables
Num_of_Vehicle
Real number (ℝ)
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.8412186 |
| Minimum | 1 |
|---|---|
| Maximum | 25 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 583.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 25 |
| Range | 24 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.58651207 |
|---|---|
| Coefficient of variation (CV) | 0.3185456 |
| Kurtosis | 36.938837 |
| Mean | 1.8412186 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.5433167 |
| Sum | 137377 |
| Variance | 0.34399641 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 51248 | |
| 1 | 18127 | 24.3% |
| 3 | 4425 | 5.9% |
| 4 | 660 | 0.9% |
| 5 | 112 | 0.2% |
| 6 | 24 | < 0.1% |
| 7 | 12 | < 0.1% |
| 9 | 2 | < 0.1% |
| 8 | 1 | < 0.1% |
| 25 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 18127 | 24.3% |
| 2 | 51248 | |
| 3 | 4425 | 5.9% |
| 4 | 660 | 0.9% |
| 5 | 112 | 0.2% |
| 6 | 24 | < 0.1% |
| 7 | 12 | < 0.1% |
| 8 | 1 | < 0.1% |
| 9 | 2 | < 0.1% |
| 25 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 25 | 1 | < 0.1% |
| 9 | 2 | < 0.1% |
| 8 | 1 | < 0.1% |
| 7 | 12 | < 0.1% |
| 6 | 24 | < 0.1% |
| 5 | 112 | 0.2% |
| 4 | 660 | 0.9% |
| 3 | 4425 | 5.9% |
| 2 | 51248 | |
| 1 | 18127 | 24.3% |
Num_Of_Pedestrians
Categorical
Imbalance 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 583.0 KiB |
| 0 | |
|---|---|
| 1 | 1535 |
| 2 | 58 |
| 3 | 4 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 73015 | |
| 1 | 1535 | 2.1% |
| 2 | 58 | 0.1% |
| 3 | 4 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 73015 | |
| 1 | 1535 | 2.1% |
| 2 | 58 | 0.1% |
| 3 | 4 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 73015 | |
| 1 | 1535 | 2.1% |
| 2 | 58 | 0.1% |
| 3 | 4 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 74612 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 73015 | |
| 1 | 1535 | 2.1% |
| 2 | 58 | 0.1% |
| 3 | 4 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 74612 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 73015 | |
| 1 | 1535 | 2.1% |
| 2 | 58 | 0.1% |
| 3 | 4 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 74612 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 73015 | |
| 1 | 1535 | 2.1% |
| 2 | 58 | 0.1% |
| 3 | 4 | < 0.1% |
Num_of_Bicycles
Categorical
Imbalance 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 583.0 KiB |
| 0.0 | |
|---|---|
| 1.0 | 1335 |
| 2.0 | 10 |
| 3.0 | 2 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 73265 | |
| 1.0 | 1335 | 1.8% |
| 2.0 | 10 | < 0.1% |
| 3.0 | 2 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 73265 | |
| 1.0 | 1335 | 1.8% |
| 2.0 | 10 | < 0.1% |
| 3.0 | 2 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 147877 | |
| . | 74612 | |
| 1 | 1335 | 0.6% |
| 2 | 10 | < 0.1% |
| 3 | 2 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 223836 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 147877 | |
| . | 74612 | |
| 1 | 1335 | 0.6% |
| 2 | 10 | < 0.1% |
| 3 | 2 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 223836 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 147877 | |
| . | 74612 | |
| 1 | 1335 | 0.6% |
| 2 | 10 | < 0.1% |
| 3 | 2 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 223836 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 147877 | |
| . | 74612 | |
| 1 | 1335 | 0.6% |
| 2 | 10 | < 0.1% |
| 3 | 2 | < 0.1% |
Num_of_Motorcycles
Categorical
Imbalance 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 583.0 KiB |
| 0.0 | |
|---|---|
| 1.0 | 628 |
| 2.0 | 8 |
| 3.0 | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 73975 | |
| 1.0 | 628 | 0.8% |
| 2.0 | 8 | < 0.1% |
| 3.0 | 1 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 73975 | |
| 1.0 | 628 | 0.8% |
| 2.0 | 8 | < 0.1% |
| 3.0 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 148587 | |
| . | 74612 | |
| 1 | 628 | 0.3% |
| 2 | 8 | < 0.1% |
| 3 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 223836 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 148587 | |
| . | 74612 | |
| 1 | 628 | 0.3% |
| 2 | 8 | < 0.1% |
| 3 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 223836 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 148587 | |
| . | 74612 | |
| 1 | 628 | 0.3% |
| 2 | 8 | < 0.1% |
| 3 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 223836 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 148587 | |
| . | 74612 | |
| 1 | 628 | 0.3% |
| 2 | 8 | < 0.1% |
| 3 | 1 | < 0.1% |
Num_of_Injuries
Real number (ℝ)
High correlation  Zeros 
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.23347451 |
| Minimum | 0 |
|---|---|
| Maximum | 38 |
| Zeros | 61195 |
| Zeros (%) | 82.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 583.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 38 |
| Range | 38 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.58800648 |
|---|---|
| Coefficient of variation (CV) | 2.518504 |
| Kurtosis | 242.63414 |
| Mean | 0.23347451 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.6191692 |
| Sum | 17420 |
| Variance | 0.34575162 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 61195 | |
| 1 | 10497 | 14.1% |
| 2 | 2193 | 2.9% |
| 3 | 523 | 0.7% |
| 4 | 129 | 0.2% |
| 5 | 46 | 0.1% |
| 6 | 18 | < 0.1% |
| 7 | 5 | < 0.1% |
| 8 | 4 | < 0.1% |
| 38 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 61195 | |
| 1 | 10497 | 14.1% |
| 2 | 2193 | 2.9% |
| 3 | 523 | 0.7% |
| 4 | 129 | 0.2% |
| 5 | 46 | 0.1% |
| 6 | 18 | < 0.1% |
| 7 | 5 | < 0.1% |
| 8 | 4 | < 0.1% |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 38 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| 8 | 4 | < 0.1% |
| 7 | 5 | < 0.1% |
| 6 | 18 | < 0.1% |
| 5 | 46 | 0.1% |
| 4 | 129 | 0.2% |
| 3 | 523 | 0.7% |
| 2 | 2193 | 2.9% |
| 1 | 10497 |
Num_of_Minimal_Injuries
Real number (ℝ)
High correlation  Zeros 
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.093202166 |
| Minimum | 0 |
|---|---|
| Maximum | 11 |
| Zeros | 68879 |
| Zeros (%) | 92.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 583.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.35866256 |
|---|---|
| Coefficient of variation (CV) | 3.8482214 |
| Kurtosis | 49.645612 |
| Mean | 0.093202166 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.3905638 |
| Sum | 6954 |
| Variance | 0.12863884 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 68879 | |
| 1 | 4779 | 6.4% |
| 2 | 769 | 1.0% |
| 3 | 138 | 0.2% |
| 4 | 30 | < 0.1% |
| 5 | 10 | < 0.1% |
| 8 | 2 | < 0.1% |
| 7 | 2 | < 0.1% |
| 6 | 2 | < 0.1% |
| 11 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 68879 | |
| 1 | 4779 | 6.4% |
| 2 | 769 | 1.0% |
| 3 | 138 | 0.2% |
| 4 | 30 | < 0.1% |
| 5 | 10 | < 0.1% |
| 6 | 2 | < 0.1% |
| 7 | 2 | < 0.1% |
| 8 | 2 | < 0.1% |
| 11 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 11 | 1 | < 0.1% |
| 8 | 2 | < 0.1% |
| 7 | 2 | < 0.1% |
| 6 | 2 | < 0.1% |
| 5 | 10 | < 0.1% |
| 4 | 30 | < 0.1% |
| 3 | 138 | 0.2% |
| 2 | 769 | 1.0% |
| 1 | 4779 | 6.4% |
| 0 | 68879 |
Num_of_Minor_Injuries
Real number (ℝ)
High correlation  Zeros 
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.12827695 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 66808 |
| Zeros (%) | 89.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 583.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.42041275 |
|---|---|
| Coefficient of variation (CV) | 3.2773833 |
| Kurtosis | 32.912029 |
| Mean | 0.12827695 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.5402053 |
| Sum | 9571 |
| Variance | 0.17674688 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 66808 | |
| 1 | 6465 | 8.7% |
| 2 | 1045 | 1.4% |
| 3 | 213 | 0.3% |
| 4 | 48 | 0.1% |
| 5 | 23 | < 0.1% |
| 6 | 6 | < 0.1% |
| 8 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 66808 | |
| 1 | 6465 | 8.7% |
| 2 | 1045 | 1.4% |
| 3 | 213 | 0.3% |
| 4 | 48 | 0.1% |
| 5 | 23 | < 0.1% |
| 6 | 6 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 6 | 6 | < 0.1% |
| 5 | 23 | < 0.1% |
| 4 | 48 | 0.1% |
| 3 | 213 | 0.3% |
| 2 | 1045 | 1.4% |
| 1 | 6465 |
Num_of_Major_Injuries
Real number (ℝ)
High correlation  Skewed  Zeros 
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0099715863 |
| Minimum | 0 |
|---|---|
| Maximum | 14 |
| Zeros | 73941 |
| Zeros (%) | 99.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 583.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 14 |
| Range | 14 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.11967469 |
|---|---|
| Coefficient of variation (CV) | 12.00157 |
| Kurtosis | 2660.2527 |
| Mean | 0.0099715863 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 31.279329 |
| Sum | 744 |
| Variance | 0.014322032 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 73941 | |
| 1 | 622 | 0.8% |
| 2 | 39 | 0.1% |
| 3 | 6 | < 0.1% |
| 4 | 3 | < 0.1% |
| 14 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 73941 | |
| 1 | 622 | 0.8% |
| 2 | 39 | 0.1% |
| 3 | 6 | < 0.1% |
| 4 | 3 | < 0.1% |
| 14 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 14 | 1 | < 0.1% |
| 4 | 3 | < 0.1% |
| 3 | 6 | < 0.1% |
| 2 | 39 | 0.1% |
| 1 | 622 | 0.8% |
| 0 | 73941 |
Num_of_Fatal_Injuries
Categorical
High correlation  Imbalance 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 583.0 KiB |
| 0.0 | |
|---|---|
| 1.0 | 132 |
| 2.0 | 8 |
| 3.0 | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 74471 | |
| 1.0 | 132 | 0.2% |
| 2.0 | 8 | < 0.1% |
| 3.0 | 1 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 74471 | |
| 1.0 | 132 | 0.2% |
| 2.0 | 8 | < 0.1% |
| 3.0 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 149083 | |
| . | 74612 | |
| 1 | 132 | 0.1% |
| 2 | 8 | < 0.1% |
| 3 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 223836 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 149083 | |
| . | 74612 | |
| 1 | 132 | 0.1% |
| 2 | 8 | < 0.1% |
| 3 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 223836 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 149083 | |
| . | 74612 | |
| 1 | 132 | 0.1% |
| 2 | 8 | < 0.1% |
| 3 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 223836 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 149083 | |
| . | 74612 | |
| 1 | 132 | 0.1% |
| 2 | 8 | < 0.1% |
| 3 | 1 | < 0.1% |
Lat
Real number (ℝ)
High correlation  Skewed 
| Distinct | 42389 |
|---|---|
| Distinct (%) | 56.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 45.29193 |
| Minimum | 0 |
|---|---|
| Maximum | 45.524921 |
| Zeros | 76 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 583.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 45.253606 |
| Q1 | 45.333451 |
| median | 45.378984 |
| Q3 | 45.418314 |
| 95-th percentile | 45.460853 |
| Maximum | 45.524921 |
| Range | 45.524921 |
| Interquartile range (IQR) | 0.08486305 |
Descriptive statistics
| Standard deviation | 1.843572 |
|---|---|
| Coefficient of variation (CV) | 0.040704204 |
| Kurtosis | 566.14395 |
| Mean | 45.29193 |
| Median Absolute Deviation (MAD) | 0.041780475 |
| Skewness | -23.802858 |
| Sum | 3379321.5 |
| Variance | 3.3987576 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 45.46414526 | 229 | 0.3% |
| 45.33460787 | 208 | 0.3% |
| 45.48898157 | 177 | 0.2% |
| 45.46085266 | 158 | 0.2% |
| 45.33417384 | 154 | 0.2% |
| 45.35150226 | 140 | 0.2% |
| 45.32869813 | 139 | 0.2% |
| 45.27053061 | 136 | 0.2% |
| 45.37040769 | 136 | 0.2% |
| 45.41648492 | 132 | 0.2% |
| Other values (42379) | 73003 |
| Value | Count | Frequency (%) |
| 0 | 76 | |
| 3.318485223 | 50 | |
| 3.341503337 | 5 | < 0.1% |
| 44.96795959 | 1 | < 0.1% |
| 44.96797999 | 1 | < 0.1% |
| 44.96979868 | 1 | < 0.1% |
| 44.97028019 | 1 | < 0.1% |
| 44.97358922 | 1 | < 0.1% |
| 44.98083128 | 1 | < 0.1% |
| 44.98106813 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 45.52492133 | 1 | < 0.1% |
| 45.52476088 | 1 | < 0.1% |
| 45.52470204 | 5 | |
| 45.52468914 | 1 | < 0.1% |
| 45.52464234 | 1 | < 0.1% |
| 45.52452523 | 1 | < 0.1% |
| 45.52440728 | 1 | < 0.1% |
| 45.52440692 | 1 | < 0.1% |
| 45.52440179 | 1 | < 0.1% |
| 45.52440045 | 1 | < 0.1% |
Long
Real number (ℝ)
High correlation 
| Distinct | 42172 |
|---|---|
| Distinct (%) | 56.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -75.710325 |
| Minimum | -79.23729 |
|---|---|
| Maximum | -75.261583 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 74612 |
| Negative (%) | 100.0% |
| Memory size | 583.0 KiB |
Quantile statistics
| Minimum | -79.23729 |
|---|---|
| 5-th percentile | -75.929355 |
| Q1 | -75.755176 |
| median | -75.696671 |
| Q3 | -75.642484 |
| 95-th percentile | -75.498398 |
| Maximum | -75.261583 |
| Range | 3.975707 |
| Interquartile range (IQR) | 0.11269275 |
Descriptive statistics
| Standard deviation | 0.16799797 |
|---|---|
| Coefficient of variation (CV) | -0.0022189572 |
| Kurtosis | 196.44678 |
| Mean | -75.710325 |
| Median Absolute Deviation (MAD) | 0.056860655 |
| Skewness | -9.6435503 |
| Sum | -5648898.8 |
| Variance | 0.028223318 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -75.54012559 | 229 | 0.3% |
| -75.69319006 | 208 | 0.3% |
| -75.47774271 | 177 | 0.2% |
| -75.48780963 | 158 | 0.2% |
| -75.70057066 | 154 | 0.2% |
| -75.76297753 | 140 | 0.2% |
| -75.74897241 | 139 | 0.2% |
| -75.74638832 | 136 | 0.2% |
| -75.66330343 | 136 | 0.2% |
| -75.60244499 | 133 | 0.2% |
| Other values (42162) | 73002 |
| Value | Count | Frequency (%) |
| -79.23728992 | 76 | |
| -76.33938433 | 1 | < 0.1% |
| -76.33804351 | 1 | < 0.1% |
| -76.3378556 | 1 | < 0.1% |
| -76.33587105 | 1 | < 0.1% |
| -76.33458758 | 1 | < 0.1% |
| -76.33374987 | 2 | < 0.1% |
| -76.33372086 | 1 | < 0.1% |
| -76.3336814 | 1 | < 0.1% |
| -76.33313338 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| -75.26158294 | 1 | |
| -75.26813064 | 1 | |
| -75.26816498 | 1 | |
| -75.26880567 | 2 | |
| -75.26893514 | 1 | |
| -75.27313672 | 1 | |
| -75.27461775 | 1 | |
| -75.27512905 | 1 | |
| -75.27646836 | 1 | |
| -75.27867728 | 1 |
| Distinct | 70162 |
|---|---|
| Distinct (%) | 94.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 583.0 KiB |
| Minimum | 2017-01-01 00:15:00 |
|---|---|
| Maximum | 2022-12-30 14:20:00 |
Location_Type_Midblock
Boolean
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 73.0 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 40441 | |
| True | 34171 |
Classification_Of_Accident_Non-fatal injury
Boolean
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 73.0 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 61336 | |
| True | 13276 | 17.8% |
Classification_Of_Accident_P.D. only
Boolean
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 73.0 KiB |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 61195 | |
| False | 13417 | 18.0% |
Initial_Impact_Type_Approaching
Boolean
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 73.0 KiB |
| False | |
|---|---|
| True | 1112 |
| Value | Count | Frequency (%) |
| False | 73500 | |
| True | 1112 | 1.5% |
Initial_Impact_Type_Other
Boolean
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 73.0 KiB |
| False | |
|---|---|
| True | 1798 |
| Value | Count | Frequency (%) |
| False | 72814 | |
| True | 1798 | 2.4% |
Initial_Impact_Type_Rear end
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 73.0 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 49831 | |
| True | 24781 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 73.0 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 62727 | |
| True | 11885 | 15.9% |
Initial_Impact_Type_SMV unattended vehicle
Boolean
High correlation  Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 73.0 KiB |
| False | |
|---|---|
| True | 6240 |
| Value | Count | Frequency (%) |
| False | 68372 | |
| True | 6240 | 8.4% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 73.0 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 64039 | |
| True | 10573 | 14.2% |
Initial_Impact_Type_Turning movement
Boolean
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 73.0 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 66858 | |
| True | 7754 | 10.4% |
Road_Surface_Condition_Ice
Boolean
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 73.0 KiB |
| False | |
|---|---|
| True | 3031 |
| Value | Count | Frequency (%) |
| False | 71581 | |
| True | 3031 | 4.1% |
Road_Surface_Condition_Loose sand or gravel
Boolean
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 73.0 KiB |
| False | |
|---|---|
| True | 63 |
| Value | Count | Frequency (%) |
| False | 74549 | |
| True | 63 | 0.1% |
Road_Surface_Condition_Loose snow
Boolean
High correlation  Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 73.0 KiB |
| False | |
|---|---|
| True | 4559 |
| Value | Count | Frequency (%) |
| False | 70053 | |
| True | 4559 | 6.1% |
Road_Surface_Condition_Mud
Boolean
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 73.0 KiB |
| False | |
|---|---|
| True | 10 |
| Value | Count | Frequency (%) |
| False | 74602 | |
| True | 10 | < 0.1% |
Road_Surface_Condition_Other
Boolean
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 73.0 KiB |
| False | |
|---|---|
| True | 36 |
| Value | Count | Frequency (%) |
| False | 74576 | |
| True | 36 | < 0.1% |
Road_Surface_Condition_Packed snow
Boolean
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 73.0 KiB |
| False | |
|---|---|
| True | 2039 |
| Value | Count | Frequency (%) |
| False | 72573 | |
| True | 2039 | 2.7% |
Road_Surface_Condition_Slush
Boolean
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 73.0 KiB |
| False | |
|---|---|
| True | 2608 |
| Value | Count | Frequency (%) |
| False | 72004 | |
| True | 2608 | 3.5% |
Road_Surface_Condition_Spilled liquid
Boolean
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 73.0 KiB |
| False | |
|---|---|
| True | 7 |
| Value | Count | Frequency (%) |
| False | 74605 | |
| True | 7 | < 0.1% |
Road_Surface_Condition_Unknown
Boolean
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 73.0 KiB |
| False | |
|---|---|
| True | 38 |
| Value | Count | Frequency (%) |
| False | 74574 | |
| True | 38 | 0.1% |
Road_Surface_Condition_Wet
Boolean
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 73.0 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 61901 | |
| True | 12711 | 17.0% |
Environment_Condition_Drifting Snow
Boolean
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 73.0 KiB |
| False | |
|---|---|
| True | 290 |
| Value | Count | Frequency (%) |
| False | 74322 | |
| True | 290 | 0.4% |
Environment_Condition_Fog, mist, smoke, dust
Boolean
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 73.0 KiB |
| False | |
|---|---|
| True | 187 |
| Value | Count | Frequency (%) |
| False | 74425 | |
| True | 187 | 0.3% |
Environment_Condition_Freezing Rain
Boolean
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 73.0 KiB |
| False | |
|---|---|
| True | 1112 |
| Value | Count | Frequency (%) |
| False | 73500 | |
| True | 1112 | 1.5% |
Environment_Condition_Other
Boolean
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 73.0 KiB |
| False | |
|---|---|
| True | 29 |
| Value | Count | Frequency (%) |
| False | 74583 | |
| True | 29 | < 0.1% |
Environment_Condition_Rain
Boolean
High correlation  Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 73.0 KiB |
| False | |
|---|---|
| True | 6562 |
| Value | Count | Frequency (%) |
| False | 68050 | |
| True | 6562 | 8.8% |
Environment_Condition_Snow
Boolean
High correlation  Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 73.0 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 66873 | |
| True | 7739 | 10.4% |
Environment_Condition_Strong wind
Boolean
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 73.0 KiB |
| False | |
|---|---|
| True | 101 |
| Value | Count | Frequency (%) |
| False | 74511 | |
| True | 101 | 0.1% |
Environment_Condition_Unknown
Boolean
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 73.0 KiB |
| False | |
|---|---|
| True | 119 |
| Value | Count | Frequency (%) |
| False | 74493 | |
| True | 119 | 0.2% |
Light_Dawn
Boolean
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 73.0 KiB |
| False | |
|---|---|
| True | 1803 |
| Value | Count | Frequency (%) |
| False | 72809 | |
| True | 1803 | 2.4% |
Light_Daylight
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 73.0 KiB |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 49858 | |
| False | 24754 |
Light_Dusk
Boolean
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 73.0 KiB |
| False | |
|---|---|
| True | 3445 |
| Value | Count | Frequency (%) |
| False | 71167 | |
| True | 3445 | 4.6% |
Light_Other
Boolean
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 73.0 KiB |
| False | |
|---|---|
| True | 10 |
| Value | Count | Frequency (%) |
| False | 74602 | |
| True | 10 | < 0.1% |
Light_Unknown
Boolean
High correlation  Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 73.0 KiB |
| False | |
|---|---|
| True | 2691 |
| Value | Count | Frequency (%) |
| False | 71921 | |
| True | 2691 | 3.6% |
Traffic_Control_MPS
Boolean
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 73.0 KiB |
| False | |
|---|---|
| True | 33 |
| Value | Count | Frequency (%) |
| False | 74579 | |
| True | 33 | < 0.1% |
Traffic_Control_No control
Boolean
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 73.0 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 39973 | |
| True | 34639 |
Traffic_Control_Other
Boolean
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 73.0 KiB |
| False | |
|---|---|
| True | 48 |
| Value | Count | Frequency (%) |
| False | 74564 | |
| True | 48 | 0.1% |
Traffic_Control_Ped. crossover
Boolean
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 73.0 KiB |
| False | |
|---|---|
| True | 24 |
| Value | Count | Frequency (%) |
| False | 74588 | |
| True | 24 | < 0.1% |
Traffic_Control_Roundabout
Boolean
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 73.0 KiB |
| False | |
|---|---|
| True | 992 |
| Value | Count | Frequency (%) |
| False | 73620 | |
| True | 992 | 1.3% |
Traffic_Control_School bus
Boolean
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 73.0 KiB |
| False | |
|---|---|
| True | 5 |
| Value | Count | Frequency (%) |
| False | 74607 | |
| True | 5 | < 0.1% |
Traffic_Control_Stop sign
Boolean
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 73.0 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 66447 | |
| True | 8165 | 10.9% |
Traffic_Control_Traffic controller
Boolean
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 73.0 KiB |
| False | |
|---|---|
| True | 9 |
| Value | Count | Frequency (%) |
| False | 74603 | |
| True | 9 | < 0.1% |
Traffic_Control_Traffic gate
Boolean
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 73.0 KiB |
| False | |
|---|---|
| True | 8 |
| Value | Count | Frequency (%) |
| False | 74604 | |
| True | 8 | < 0.1% |
Traffic_Control_Traffic signal
Boolean
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 73.0 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 44440 | |
| True | 30172 |
Traffic_Control_Yield sign
Boolean
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 73.0 KiB |
| False | |
|---|---|
| True | 429 |
| Value | Count | Frequency (%) |
| False | 74183 | |
| True | 429 | 0.6% |
Max_Injury_Fatal
Boolean
High correlation  Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 73.0 KiB |
| False | |
|---|---|
| True | 141 |
| Value | Count | Frequency (%) |
| False | 74471 | |
| True | 141 | 0.2% |
Max_Injury_Major
Boolean
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 73.0 KiB |
| False | |
|---|---|
| True | 651 |
| Value | Count | Frequency (%) |
| False | 73961 | |
| True | 651 | 0.9% |
Max_Injury_Minimal
Boolean
High correlation  Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 73.0 KiB |
| False | |
|---|---|
| True | 5007 |
| Value | Count | Frequency (%) |
| False | 69605 | |
| True | 5007 | 6.7% |
Max_Injury_Minor
Boolean
High correlation  Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 73.0 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 66994 | |
| True | 7618 | 10.2% |
Max_Injury_None
Boolean
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 73.0 KiB |
| False | |
|---|---|
| True | 52 |
| Value | Count | Frequency (%) |
| False | 74560 | |
| True | 52 | 0.1% |
Interactions
Correlations
| Classification_Of_Accident_Non-fatal injury | Classification_Of_Accident_P.D. only | Environment_Condition_Drifting Snow | Environment_Condition_Fog, mist, smoke, dust | Environment_Condition_Freezing Rain | Environment_Condition_Other | Environment_Condition_Rain | Environment_Condition_Snow | Environment_Condition_Strong wind | Environment_Condition_Unknown | Initial_Impact_Type_Approaching | Initial_Impact_Type_Other | Initial_Impact_Type_Rear end | Initial_Impact_Type_SMV other | Initial_Impact_Type_SMV unattended vehicle | Initial_Impact_Type_Sideswipe | Initial_Impact_Type_Turning movement | Lat | Light_Dawn | Light_Daylight | Light_Dusk | Light_Other | Light_Unknown | Location_Type_Midblock | Long | Max_Injury_Fatal | Max_Injury_Major | Max_Injury_Minimal | Max_Injury_Minor | Max_Injury_None | Num_Of_Pedestrians | Num_of_Bicycles | Num_of_Fatal_Injuries | Num_of_Injuries | Num_of_Major_Injuries | Num_of_Minimal_Injuries | Num_of_Minor_Injuries | Num_of_Motorcycles | Num_of_Vehicle | Road_Surface_Condition_Ice | Road_Surface_Condition_Loose sand or gravel | Road_Surface_Condition_Loose snow | Road_Surface_Condition_Mud | Road_Surface_Condition_Other | Road_Surface_Condition_Packed snow | Road_Surface_Condition_Slush | Road_Surface_Condition_Spilled liquid | Road_Surface_Condition_Unknown | Road_Surface_Condition_Wet | Traffic_Control_MPS | Traffic_Control_No control | Traffic_Control_Other | Traffic_Control_Ped. crossover | Traffic_Control_Roundabout | Traffic_Control_School bus | Traffic_Control_Stop sign | Traffic_Control_Traffic controller | Traffic_Control_Traffic gate | Traffic_Control_Traffic signal | Traffic_Control_Yield sign | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Classification_Of_Accident_Non-fatal injury | 1.000 | 0.994 | 0.011 | 0.002 | 0.015 | 0.000 | 0.001 | 0.047 | 0.000 | 0.008 | 0.030 | 0.032 | 0.002 | 0.096 | 0.123 | 0.119 | 0.089 | 0.004 | 0.004 | 0.030 | 0.000 | 0.001 | 0.089 | 0.084 | 0.031 | 0.019 | 0.201 | 0.576 | 0.725 | 0.011 | 0.294 | 0.238 | 0.019 | 0.107 | 0.049 | 0.244 | 0.288 | 0.131 | 0.041 | 0.022 | 0.007 | 0.036 | 0.000 | 0.000 | 0.033 | 0.033 | 0.007 | 0.000 | 0.011 | 0.000 | 0.086 | 0.002 | 0.014 | 0.021 | 0.000 | 0.044 | 0.005 | 0.000 | 0.063 | 0.000 |
| Classification_Of_Accident_P.D. only | 0.994 | 1.000 | 0.011 | 0.004 | 0.015 | 0.000 | 0.000 | 0.047 | 0.000 | 0.008 | 0.034 | 0.032 | 0.006 | 0.100 | 0.124 | 0.121 | 0.089 | 0.005 | 0.003 | 0.029 | 0.000 | 0.001 | 0.090 | 0.083 | 0.031 | 0.092 | 0.200 | 0.573 | 0.720 | 0.011 | 0.301 | 0.238 | 0.093 | 0.112 | 0.054 | 0.243 | 0.288 | 0.138 | 0.040 | 0.022 | 0.008 | 0.036 | 0.000 | 0.000 | 0.033 | 0.033 | 0.007 | 0.000 | 0.011 | 0.000 | 0.084 | 0.001 | 0.013 | 0.022 | 0.000 | 0.046 | 0.005 | 0.000 | 0.061 | 0.000 |
| Environment_Condition_Drifting Snow | 0.011 | 0.011 | 1.000 | 0.000 | 0.006 | 0.000 | 0.019 | 0.021 | 0.000 | 0.000 | 0.029 | 0.000 | 0.012 | 0.048 | 0.010 | 0.010 | 0.011 | 0.000 | 0.008 | 0.021 | 0.000 | 0.000 | 0.010 | 0.022 | 0.020 | 0.000 | 0.000 | 0.000 | 0.015 | 0.000 | 0.002 | 0.006 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.007 | 0.062 | 0.000 | 0.097 | 0.000 | 0.000 | 0.053 | 0.013 | 0.000 | 0.000 | 0.017 | 0.000 | 0.023 | 0.000 | 0.000 | 0.000 | 0.000 | 0.002 | 0.000 | 0.000 | 0.019 | 0.000 |
| Environment_Condition_Fog, mist, smoke, dust | 0.002 | 0.004 | 0.000 | 1.000 | 0.003 | 0.000 | 0.015 | 0.016 | 0.000 | 0.000 | 0.000 | 0.004 | 0.010 | 0.044 | 0.007 | 0.007 | 0.010 | 0.000 | 0.029 | 0.037 | 0.000 | 0.000 | 0.007 | 0.014 | 0.030 | 0.006 | 0.007 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.009 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.009 | 0.000 | 0.003 | 0.000 | 0.002 | 0.000 | 0.000 | 0.039 | 0.000 | 0.014 | 0.000 | 0.000 | 0.000 | 0.000 | 0.010 | 0.000 | 0.000 | 0.019 | 0.000 |
| Environment_Condition_Freezing Rain | 0.015 | 0.015 | 0.006 | 0.003 | 1.000 | 0.000 | 0.038 | 0.042 | 0.000 | 0.000 | 0.029 | 0.000 | 0.021 | 0.069 | 0.000 | 0.016 | 0.022 | 0.000 | 0.011 | 0.047 | 0.002 | 0.000 | 0.009 | 0.026 | 0.023 | 0.000 | 0.005 | 0.005 | 0.012 | 0.000 | 0.008 | 0.015 | 0.000 | 0.000 | 0.003 | 0.004 | 0.000 | 0.008 | 0.001 | 0.375 | 0.000 | 0.009 | 0.000 | 0.000 | 0.000 | 0.085 | 0.000 | 0.000 | 0.014 | 0.000 | 0.026 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.023 | 0.000 |
| Environment_Condition_Other | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.003 | 0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.009 | 0.001 | 0.088 | 0.000 | 0.008 | 0.000 | 0.006 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.014 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.011 | 0.000 | 0.000 | 0.000 | 0.046 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.009 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.008 | 0.000 |
| Environment_Condition_Rain | 0.001 | 0.000 | 0.019 | 0.015 | 0.038 | 0.003 | 1.000 | 0.105 | 0.010 | 0.011 | 0.009 | 0.014 | 0.000 | 0.027 | 0.031 | 0.000 | 0.000 | 0.000 | 0.006 | 0.029 | 0.003 | 0.000 | 0.017 | 0.018 | 0.000 | 0.005 | 0.004 | 0.000 | 0.002 | 0.000 | 0.018 | 0.013 | 0.004 | 0.000 | 0.000 | 0.000 | 0.006 | 0.022 | 0.006 | 0.046 | 0.005 | 0.071 | 0.000 | 0.006 | 0.049 | 0.034 | 0.000 | 0.001 | 0.655 | 0.004 | 0.019 | 0.000 | 0.000 | 0.003 | 0.000 | 0.004 | 0.000 | 0.000 | 0.017 | 0.000 |
| Environment_Condition_Snow | 0.047 | 0.047 | 0.021 | 0.016 | 0.042 | 0.004 | 0.105 | 1.000 | 0.011 | 0.013 | 0.059 | 0.000 | 0.020 | 0.078 | 0.000 | 0.036 | 0.030 | 0.000 | 0.047 | 0.117 | 0.022 | 0.000 | 0.004 | 0.018 | 0.011 | 0.008 | 0.013 | 0.019 | 0.038 | 0.005 | 0.023 | 0.043 | 0.008 | 0.009 | 0.000 | 0.010 | 0.015 | 0.030 | 0.015 | 0.099 | 0.000 | 0.554 | 0.000 | 0.000 | 0.219 | 0.270 | 0.000 | 0.006 | 0.031 | 0.002 | 0.018 | 0.007 | 0.000 | 0.009 | 0.000 | 0.000 | 0.000 | 0.000 | 0.017 | 0.000 |
| Environment_Condition_Strong wind | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.010 | 0.011 | 1.000 | 0.000 | 0.000 | 0.000 | 0.007 | 0.033 | 0.000 | 0.007 | 0.008 | 0.000 | 0.000 | 0.013 | 0.000 | 0.000 | 0.005 | 0.011 | 0.014 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.003 | 0.000 | 0.000 | 0.000 | 0.017 | 0.000 | 0.000 | 0.036 | 0.000 | 0.000 | 0.000 | 0.000 | 0.010 | 0.000 | 0.000 | 0.000 | 0.007 | 0.000 | 0.010 | 0.000 | 0.000 | 0.000 | 0.000 | 0.002 | 0.000 | 0.000 | 0.005 | 0.000 |
| Environment_Condition_Unknown | 0.008 | 0.008 | 0.000 | 0.000 | 0.000 | 0.000 | 0.011 | 0.013 | 0.000 | 1.000 | 0.000 | 0.000 | 0.012 | 0.000 | 0.051 | 0.004 | 0.008 | 0.000 | 0.004 | 0.025 | 0.003 | 0.000 | 0.090 | 0.023 | 0.008 | 0.000 | 0.000 | 0.000 | 0.005 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.013 | 0.011 | 0.000 | 0.006 | 0.000 | 0.098 | 0.000 | 0.000 | 0.017 | 0.304 | 0.000 | 0.000 | 0.022 | 0.000 | 0.000 | 0.000 | 0.000 | 0.001 | 0.000 | 0.000 | 0.019 | 0.000 |
| Initial_Impact_Type_Approaching | 0.030 | 0.034 | 0.029 | 0.000 | 0.029 | 0.000 | 0.009 | 0.059 | 0.000 | 0.000 | 1.000 | 0.019 | 0.087 | 0.053 | 0.037 | 0.050 | 0.042 | 0.000 | 0.017 | 0.013 | 0.000 | 0.000 | 0.023 | 0.083 | 0.027 | 0.029 | 0.033 | 0.003 | 0.032 | 0.000 | 0.017 | 0.000 | 0.033 | 0.025 | 0.054 | 0.012 | 0.054 | 0.000 | 0.000 | 0.047 | 0.000 | 0.050 | 0.000 | 0.000 | 0.038 | 0.024 | 0.000 | 0.000 | 0.011 | 0.000 | 0.082 | 0.000 | 0.000 | 0.006 | 0.000 | 0.009 | 0.000 | 0.000 | 0.074 | 0.006 |
| Initial_Impact_Type_Other | 0.032 | 0.032 | 0.000 | 0.004 | 0.000 | 0.000 | 0.014 | 0.000 | 0.000 | 0.000 | 0.019 | 1.000 | 0.111 | 0.068 | 0.047 | 0.064 | 0.053 | 0.004 | 0.000 | 0.027 | 0.012 | 0.000 | 0.029 | 0.036 | 0.000 | 0.000 | 0.000 | 0.021 | 0.023 | 0.000 | 0.013 | 0.004 | 0.000 | 0.000 | 0.004 | 0.000 | 0.000 | 0.007 | 0.004 | 0.006 | 0.000 | 0.002 | 0.000 | 0.000 | 0.014 | 0.000 | 0.000 | 0.000 | 0.010 | 0.000 | 0.036 | 0.000 | 0.000 | 0.012 | 0.000 | 0.000 | 0.000 | 0.000 | 0.029 | 0.008 |
| Initial_Impact_Type_Rear end | 0.002 | 0.006 | 0.012 | 0.010 | 0.021 | 0.000 | 0.000 | 0.020 | 0.007 | 0.012 | 0.087 | 0.111 | 1.000 | 0.307 | 0.213 | 0.286 | 0.240 | 0.015 | 0.010 | 0.138 | 0.021 | 0.006 | 0.132 | 0.157 | 0.066 | 0.026 | 0.046 | 0.072 | 0.050 | 0.018 | 0.102 | 0.080 | 0.026 | 0.000 | 0.012 | 0.048 | 0.015 | 0.031 | 0.109 | 0.016 | 0.011 | 0.034 | 0.000 | 0.009 | 0.042 | 0.016 | 0.000 | 0.004 | 0.000 | 0.008 | 0.157 | 0.001 | 0.008 | 0.025 | 0.009 | 0.071 | 0.000 | 0.000 | 0.205 | 0.028 |
| Initial_Impact_Type_SMV other | 0.096 | 0.100 | 0.048 | 0.044 | 0.069 | 0.000 | 0.027 | 0.078 | 0.033 | 0.000 | 0.053 | 0.068 | 0.307 | 1.000 | 0.131 | 0.177 | 0.148 | 0.003 | 0.058 | 0.192 | 0.011 | 0.000 | 0.076 | 0.228 | 0.191 | 0.040 | 0.068 | 0.003 | 0.096 | 0.057 | 0.325 | 0.053 | 0.041 | 0.019 | 0.008 | 0.038 | 0.022 | 0.058 | 0.045 | 0.087 | 0.033 | 0.064 | 0.005 | 0.021 | 0.011 | 0.019 | 0.004 | 0.008 | 0.018 | 0.000 | 0.227 | 0.000 | 0.007 | 0.008 | 0.000 | 0.041 | 0.006 | 0.000 | 0.199 | 0.015 |
| Initial_Impact_Type_SMV unattended vehicle | 0.123 | 0.124 | 0.010 | 0.007 | 0.000 | 0.000 | 0.031 | 0.000 | 0.000 | 0.051 | 0.037 | 0.047 | 0.213 | 0.131 | 1.000 | 0.123 | 0.103 | 0.035 | 0.029 | 0.191 | 0.029 | 0.028 | 0.614 | 0.305 | 0.069 | 0.008 | 0.024 | 0.072 | 0.088 | 0.006 | 0.040 | 0.039 | 0.008 | 0.014 | 0.004 | 0.032 | 0.035 | 0.025 | 0.031 | 0.009 | 0.000 | 0.013 | 0.006 | 0.000 | 0.089 | 0.013 | 0.000 | 0.015 | 0.041 | 0.004 | 0.304 | 0.000 | 0.002 | 0.034 | 0.000 | 0.087 | 0.000 | 0.000 | 0.241 | 0.017 |
| Initial_Impact_Type_Sideswipe | 0.119 | 0.121 | 0.010 | 0.007 | 0.016 | 0.000 | 0.000 | 0.036 | 0.007 | 0.004 | 0.050 | 0.064 | 0.286 | 0.177 | 0.123 | 1.000 | 0.138 | 0.008 | 0.008 | 0.071 | 0.000 | 0.000 | 0.074 | 0.015 | 0.049 | 0.016 | 0.029 | 0.064 | 0.088 | 0.009 | 0.059 | 0.000 | 0.016 | 0.014 | 0.007 | 0.030 | 0.040 | 0.011 | 0.023 | 0.044 | 0.006 | 0.027 | 0.000 | 0.003 | 0.031 | 0.010 | 0.000 | 0.000 | 0.005 | 0.000 | 0.015 | 0.007 | 0.005 | 0.051 | 0.000 | 0.083 | 0.000 | 0.000 | 0.028 | 0.012 |
| Initial_Impact_Type_Turning movement | 0.089 | 0.089 | 0.011 | 0.010 | 0.022 | 0.000 | 0.000 | 0.030 | 0.008 | 0.008 | 0.042 | 0.053 | 0.240 | 0.148 | 0.103 | 0.138 | 1.000 | 0.000 | 0.003 | 0.009 | 0.016 | 0.000 | 0.065 | 0.184 | 0.032 | 0.000 | 0.022 | 0.023 | 0.086 | 0.005 | 0.049 | 0.098 | 0.000 | 0.017 | 0.004 | 0.027 | 0.070 | 0.024 | 0.022 | 0.049 | 0.005 | 0.019 | 0.000 | 0.003 | 0.021 | 0.012 | 0.000 | 0.006 | 0.010 | 0.000 | 0.181 | 0.000 | 0.000 | 0.036 | 0.000 | 0.005 | 0.000 | 0.000 | 0.190 | 0.005 |
| Lat | 0.004 | 0.005 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.004 | 0.015 | 0.003 | 0.035 | 0.008 | 0.000 | 1.000 | 0.000 | 0.002 | 0.000 | 0.000 | 0.029 | 0.006 | 0.597 | 0.000 | 0.000 | 0.000 | 0.002 | 0.000 | 0.000 | 0.000 | 0.000 | -0.015 | -0.007 | 0.004 | -0.023 | 0.000 | 0.071 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.006 | 0.000 | 0.000 | 0.000 | 0.000 | 0.003 | 0.000 | 0.000 | 0.000 | 0.000 |
| Light_Dawn | 0.004 | 0.003 | 0.008 | 0.029 | 0.011 | 0.000 | 0.006 | 0.047 | 0.000 | 0.004 | 0.017 | 0.000 | 0.010 | 0.058 | 0.029 | 0.008 | 0.003 | 0.000 | 1.000 | 0.223 | 0.034 | 0.000 | 0.030 | 0.027 | 0.028 | 0.002 | 0.000 | 0.004 | 0.000 | 0.000 | 0.000 | 0.013 | 0.005 | 0.002 | 0.000 | 0.000 | 0.000 | 0.000 | 0.016 | 0.050 | 0.000 | 0.037 | 0.000 | 0.000 | 0.014 | 0.015 | 0.000 | 0.000 | 0.018 | 0.000 | 0.026 | 0.000 | 0.000 | 0.000 | 0.002 | 0.011 | 0.000 | 0.000 | 0.017 | 0.006 |
| Light_Daylight | 0.030 | 0.029 | 0.021 | 0.037 | 0.047 | 0.009 | 0.029 | 0.117 | 0.013 | 0.025 | 0.013 | 0.027 | 0.138 | 0.192 | 0.191 | 0.071 | 0.009 | 0.002 | 0.223 | 1.000 | 0.312 | 0.015 | 0.274 | 0.133 | 0.051 | 0.007 | 0.010 | 0.037 | 0.011 | 0.000 | 0.022 | 0.043 | 0.007 | 0.000 | 0.000 | 0.015 | 0.000 | 0.017 | 0.020 | 0.069 | 0.000 | 0.094 | 0.006 | 0.012 | 0.056 | 0.045 | 0.000 | 0.012 | 0.064 | 0.006 | 0.132 | 0.007 | 0.000 | 0.010 | 0.000 | 0.047 | 0.001 | 0.000 | 0.098 | 0.016 |
| Light_Dusk | 0.000 | 0.000 | 0.000 | 0.000 | 0.002 | 0.001 | 0.003 | 0.022 | 0.000 | 0.003 | 0.000 | 0.012 | 0.021 | 0.011 | 0.029 | 0.000 | 0.016 | 0.000 | 0.034 | 0.312 | 1.000 | 0.000 | 0.042 | 0.020 | 0.000 | 0.002 | 0.001 | 0.000 | 0.000 | 0.000 | 0.000 | 0.007 | 0.000 | 0.013 | 0.000 | 0.007 | 0.013 | 0.000 | 0.000 | 0.000 | 0.000 | 0.009 | 0.000 | 0.000 | 0.000 | 0.020 | 0.000 | 0.000 | 0.034 | 0.000 | 0.020 | 0.002 | 0.008 | 0.005 | 0.000 | 0.003 | 0.000 | 0.006 | 0.016 | 0.000 |
| Light_Other | 0.001 | 0.001 | 0.000 | 0.000 | 0.000 | 0.088 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.006 | 0.000 | 0.028 | 0.000 | 0.000 | 0.000 | 0.000 | 0.015 | 0.000 | 1.000 | 0.000 | 0.011 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.005 | 0.000 | 0.000 | 0.000 | 0.079 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.011 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.008 | 0.000 |
| Light_Unknown | 0.089 | 0.090 | 0.010 | 0.007 | 0.009 | 0.000 | 0.017 | 0.004 | 0.005 | 0.090 | 0.023 | 0.029 | 0.132 | 0.076 | 0.614 | 0.074 | 0.065 | 0.029 | 0.030 | 0.274 | 0.042 | 0.000 | 1.000 | 0.195 | 0.052 | 0.007 | 0.017 | 0.051 | 0.065 | 0.001 | 0.028 | 0.025 | 0.006 | 0.008 | 0.000 | 0.019 | 0.024 | 0.017 | 0.018 | 0.014 | 0.000 | 0.012 | 0.000 | 0.017 | 0.063 | 0.009 | 0.000 | 0.032 | 0.021 | 0.000 | 0.193 | 0.000 | 0.000 | 0.020 | 0.000 | 0.058 | 0.000 | 0.000 | 0.152 | 0.011 |
| Location_Type_Midblock | 0.084 | 0.083 | 0.022 | 0.014 | 0.026 | 0.008 | 0.018 | 0.018 | 0.011 | 0.023 | 0.083 | 0.036 | 0.157 | 0.228 | 0.305 | 0.015 | 0.184 | 0.006 | 0.027 | 0.133 | 0.020 | 0.011 | 0.195 | 1.000 | 0.103 | 0.008 | 0.008 | 0.065 | 0.050 | 0.005 | 0.057 | 0.049 | 0.009 | 0.012 | 0.005 | 0.029 | 0.029 | 0.007 | 0.034 | 0.029 | 0.011 | 0.026 | 0.006 | 0.013 | 0.035 | 0.008 | 0.000 | 0.013 | 0.028 | 0.018 | 0.986 | 0.021 | 0.007 | 0.107 | 0.006 | 0.322 | 0.007 | 0.009 | 0.757 | 0.070 |
| Long | 0.031 | 0.031 | 0.020 | 0.030 | 0.023 | 0.000 | 0.000 | 0.011 | 0.014 | 0.008 | 0.027 | 0.000 | 0.066 | 0.191 | 0.069 | 0.049 | 0.032 | 0.597 | 0.028 | 0.051 | 0.000 | 0.000 | 0.052 | 0.103 | 1.000 | 0.014 | 0.009 | 0.017 | 0.028 | 0.001 | 0.013 | 0.016 | 0.008 | 0.028 | 0.009 | 0.014 | 0.024 | 0.000 | 0.044 | 0.025 | 0.012 | 0.010 | 0.000 | 0.012 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.001 | 0.101 | 0.010 | 0.000 | 0.075 | 0.012 | 0.007 | 0.000 | 0.000 | 0.099 | 0.010 |
| Max_Injury_Fatal | 0.019 | 0.092 | 0.000 | 0.006 | 0.000 | 0.006 | 0.005 | 0.008 | 0.000 | 0.000 | 0.029 | 0.000 | 0.026 | 0.040 | 0.008 | 0.016 | 0.000 | 0.000 | 0.002 | 0.007 | 0.002 | 0.000 | 0.007 | 0.008 | 0.014 | 1.000 | 0.000 | 0.010 | 0.014 | 0.000 | 0.077 | 0.014 | 1.000 | 0.096 | 0.097 | 0.084 | 0.087 | 0.063 | 0.000 | 0.000 | 0.002 | 0.005 | 0.000 | 0.000 | 0.000 | 0.002 | 0.000 | 0.005 | 0.000 | 0.000 | 0.007 | 0.000 | 0.000 | 0.001 | 0.000 | 0.014 | 0.000 | 0.014 | 0.017 | 0.000 |
| Max_Injury_Major | 0.201 | 0.200 | 0.000 | 0.007 | 0.005 | 0.000 | 0.004 | 0.013 | 0.000 | 0.000 | 0.033 | 0.000 | 0.046 | 0.068 | 0.024 | 0.029 | 0.022 | 0.000 | 0.000 | 0.010 | 0.001 | 0.000 | 0.017 | 0.008 | 0.009 | 0.000 | 1.000 | 0.025 | 0.031 | 0.000 | 0.144 | 0.074 | 0.000 | 0.087 | 0.248 | 0.008 | 0.041 | 0.135 | 0.012 | 0.007 | 0.000 | 0.015 | 0.000 | 0.000 | 0.005 | 0.009 | 0.000 | 0.000 | 0.006 | 0.000 | 0.008 | 0.000 | 0.000 | 0.002 | 0.000 | 0.019 | 0.000 | 0.000 | 0.000 | 0.000 |
| Max_Injury_Minimal | 0.576 | 0.573 | 0.000 | 0.000 | 0.005 | 0.000 | 0.000 | 0.019 | 0.000 | 0.000 | 0.003 | 0.021 | 0.072 | 0.003 | 0.072 | 0.064 | 0.023 | 0.000 | 0.004 | 0.037 | 0.000 | 0.000 | 0.051 | 0.065 | 0.017 | 0.010 | 0.025 | 1.000 | 0.090 | 0.005 | 0.124 | 0.130 | 0.010 | 0.022 | 0.003 | 0.364 | 0.035 | 0.023 | 0.007 | 0.006 | 0.000 | 0.019 | 0.000 | 0.000 | 0.010 | 0.015 | 0.004 | 0.000 | 0.006 | 0.000 | 0.066 | 0.000 | 0.004 | 0.003 | 0.000 | 0.012 | 0.002 | 0.000 | 0.059 | 0.000 |
| Max_Injury_Minor | 0.725 | 0.720 | 0.015 | 0.000 | 0.012 | 0.000 | 0.002 | 0.038 | 0.000 | 0.005 | 0.032 | 0.023 | 0.050 | 0.096 | 0.088 | 0.088 | 0.086 | 0.002 | 0.000 | 0.011 | 0.000 | 0.000 | 0.065 | 0.050 | 0.028 | 0.014 | 0.031 | 0.090 | 1.000 | 0.007 | 0.225 | 0.171 | 0.013 | 0.090 | 0.006 | 0.007 | 0.381 | 0.105 | 0.041 | 0.019 | 0.010 | 0.024 | 0.000 | 0.000 | 0.031 | 0.025 | 0.000 | 0.000 | 0.010 | 0.000 | 0.051 | 0.000 | 0.009 | 0.022 | 0.000 | 0.039 | 0.000 | 0.000 | 0.032 | 0.003 |
| Max_Injury_None | 0.011 | 0.011 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.005 | 0.000 | 0.000 | 0.000 | 0.000 | 0.018 | 0.057 | 0.006 | 0.009 | 0.005 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.001 | 0.005 | 0.001 | 0.000 | 0.000 | 0.005 | 0.007 | 1.000 | 0.182 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.005 | 0.000 | 0.007 | 0.000 | 0.000 | 0.000 | 0.000 | 0.007 | 0.023 | 0.000 | 0.000 | 0.000 |
| Num_Of_Pedestrians | 0.294 | 0.301 | 0.002 | 0.000 | 0.008 | 0.000 | 0.018 | 0.023 | 0.000 | 0.000 | 0.017 | 0.013 | 0.102 | 0.325 | 0.040 | 0.059 | 0.049 | 0.000 | 0.000 | 0.022 | 0.000 | 0.000 | 0.028 | 0.057 | 0.013 | 0.077 | 0.144 | 0.124 | 0.225 | 0.182 | 1.000 | 0.007 | 0.052 | 0.019 | 0.011 | 0.026 | 0.057 | 0.000 | 0.004 | 0.019 | 0.000 | 0.018 | 0.000 | 0.000 | 0.012 | 0.013 | 0.000 | 0.000 | 0.031 | 0.000 | 0.058 | 0.017 | 0.028 | 0.011 | 0.000 | 0.018 | 0.032 | 0.000 | 0.049 | 0.001 |
| Num_of_Bicycles | 0.238 | 0.238 | 0.006 | 0.000 | 0.015 | 0.000 | 0.013 | 0.043 | 0.000 | 0.000 | 0.000 | 0.004 | 0.080 | 0.053 | 0.039 | 0.000 | 0.098 | 0.000 | 0.013 | 0.043 | 0.007 | 0.000 | 0.025 | 0.049 | 0.016 | 0.014 | 0.074 | 0.130 | 0.171 | 0.000 | 0.007 | 1.000 | 0.007 | 0.000 | 0.000 | 0.017 | 0.031 | 0.000 | 0.029 | 0.026 | 0.000 | 0.033 | 0.000 | 0.000 | 0.021 | 0.023 | 0.000 | 0.000 | 0.029 | 0.010 | 0.047 | 0.015 | 0.000 | 0.000 | 0.000 | 0.060 | 0.000 | 0.000 | 0.004 | 0.003 |
| Num_of_Fatal_Injuries | 0.019 | 0.093 | 0.000 | 0.009 | 0.000 | 0.014 | 0.004 | 0.008 | 0.003 | 0.000 | 0.033 | 0.000 | 0.026 | 0.041 | 0.008 | 0.016 | 0.000 | 0.000 | 0.005 | 0.007 | 0.000 | 0.000 | 0.006 | 0.009 | 0.008 | 1.000 | 0.000 | 0.010 | 0.013 | 0.000 | 0.052 | 0.007 | 1.000 | 0.578 | 0.578 | 0.577 | 0.578 | 0.038 | 0.000 | 0.000 | 0.007 | 0.004 | 0.000 | 0.000 | 0.000 | 0.005 | 0.000 | 0.162 | 0.000 | 0.000 | 0.008 | 0.000 | 0.000 | 0.000 | 0.000 | 0.014 | 0.000 | 0.030 | 0.017 | 0.000 |
| Num_of_Injuries | 0.107 | 0.112 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.009 | 0.000 | 0.000 | 0.025 | 0.000 | 0.000 | 0.019 | 0.014 | 0.014 | 0.017 | -0.015 | 0.002 | 0.000 | 0.013 | 0.000 | 0.008 | 0.012 | 0.028 | 0.096 | 0.087 | 0.022 | 0.090 | 0.000 | 0.019 | 0.000 | 0.578 | 1.000 | 0.209 | 0.622 | 0.735 | 0.000 | 0.031 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.003 | 0.000 | 0.000 | 0.162 | 0.000 | 0.000 | 0.012 | 0.000 | 0.000 | 0.000 | 0.000 | 0.013 | 0.000 | 0.000 | 0.004 | 0.000 |
| Num_of_Major_Injuries | 0.049 | 0.054 | 0.000 | 0.000 | 0.003 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.054 | 0.004 | 0.012 | 0.008 | 0.004 | 0.007 | 0.004 | -0.007 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.005 | 0.009 | 0.097 | 0.248 | 0.003 | 0.006 | 0.000 | 0.011 | 0.000 | 0.578 | 0.209 | 1.000 | 0.009 | 0.042 | 0.012 | -0.031 | 0.000 | 0.000 | 0.002 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.162 | 0.000 | 0.000 | 0.006 | 0.000 | 0.000 | 0.000 | 0.000 | 0.012 | 0.000 | 0.000 | 0.004 | 0.000 |
| Num_of_Minimal_Injuries | 0.244 | 0.243 | 0.000 | 0.000 | 0.004 | 0.000 | 0.000 | 0.010 | 0.000 | 0.000 | 0.012 | 0.000 | 0.048 | 0.038 | 0.032 | 0.030 | 0.027 | 0.004 | 0.000 | 0.015 | 0.007 | 0.000 | 0.019 | 0.029 | 0.014 | 0.084 | 0.008 | 0.364 | 0.007 | 0.000 | 0.026 | 0.017 | 0.577 | 0.622 | 0.009 | 1.000 | 0.012 | 0.000 | 0.066 | 0.001 | 0.000 | 0.008 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.162 | 0.000 | 0.000 | 0.029 | 0.000 | 0.013 | 0.000 | 0.000 | 0.014 | 0.000 | 0.000 | 0.028 | 0.000 |
| Num_of_Minor_Injuries | 0.288 | 0.288 | 0.000 | 0.000 | 0.000 | 0.000 | 0.006 | 0.015 | 0.017 | 0.000 | 0.054 | 0.000 | 0.015 | 0.022 | 0.035 | 0.040 | 0.070 | -0.023 | 0.000 | 0.000 | 0.013 | 0.000 | 0.024 | 0.029 | 0.024 | 0.087 | 0.041 | 0.035 | 0.381 | 0.000 | 0.057 | 0.031 | 0.578 | 0.735 | 0.042 | 0.012 | 1.000 | 0.011 | 0.011 | 0.000 | 0.000 | 0.008 | 0.000 | 0.000 | 0.010 | 0.004 | 0.000 | 0.162 | 0.009 | 0.000 | 0.030 | 0.000 | 0.000 | 0.010 | 0.000 | 0.018 | 0.000 | 0.000 | 0.024 | 0.000 |
| Num_of_Motorcycles | 0.131 | 0.138 | 0.000 | 0.000 | 0.008 | 0.000 | 0.022 | 0.030 | 0.000 | 0.000 | 0.000 | 0.007 | 0.031 | 0.058 | 0.025 | 0.011 | 0.024 | 0.000 | 0.000 | 0.017 | 0.000 | 0.000 | 0.017 | 0.007 | 0.000 | 0.063 | 0.135 | 0.023 | 0.105 | 0.000 | 0.000 | 0.000 | 0.038 | 0.000 | 0.012 | 0.000 | 0.011 | 1.000 | 0.000 | 0.016 | 0.058 | 0.023 | 0.000 | 0.000 | 0.013 | 0.016 | 0.378 | 0.000 | 0.033 | 0.010 | 0.008 | 0.000 | 0.000 | 0.000 | 0.000 | 0.022 | 0.000 | 0.000 | 0.020 | 0.000 |
| Num_of_Vehicle | 0.041 | 0.040 | 0.007 | 0.000 | 0.001 | 0.000 | 0.006 | 0.015 | 0.000 | 0.013 | 0.000 | 0.004 | 0.109 | 0.045 | 0.031 | 0.023 | 0.022 | 0.071 | 0.016 | 0.020 | 0.000 | 0.000 | 0.018 | 0.034 | 0.044 | 0.000 | 0.012 | 0.007 | 0.041 | 0.000 | 0.004 | 0.029 | 0.000 | 0.031 | -0.031 | 0.066 | 0.011 | 0.000 | 1.000 | 0.020 | 0.000 | 0.004 | 0.007 | 0.000 | 0.005 | 0.009 | 0.000 | 0.000 | 0.009 | 0.007 | 0.033 | 0.000 | 0.000 | 0.008 | 0.000 | 0.018 | 0.000 | 0.000 | 0.017 | 0.000 |
| Road_Surface_Condition_Ice | 0.022 | 0.022 | 0.062 | 0.000 | 0.375 | 0.011 | 0.046 | 0.099 | 0.036 | 0.011 | 0.047 | 0.006 | 0.016 | 0.087 | 0.009 | 0.044 | 0.049 | 0.000 | 0.050 | 0.069 | 0.000 | 0.005 | 0.014 | 0.029 | 0.025 | 0.000 | 0.007 | 0.006 | 0.019 | 0.000 | 0.019 | 0.026 | 0.000 | 0.000 | 0.000 | 0.001 | 0.000 | 0.016 | 0.020 | 1.000 | 0.003 | 0.052 | 0.000 | 0.000 | 0.034 | 0.039 | 0.000 | 0.000 | 0.093 | 0.000 | 0.029 | 0.000 | 0.000 | 0.000 | 0.000 | 0.006 | 0.000 | 0.000 | 0.034 | 0.000 |
| Road_Surface_Condition_Loose sand or gravel | 0.007 | 0.008 | 0.000 | 0.000 | 0.000 | 0.000 | 0.005 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.011 | 0.033 | 0.000 | 0.006 | 0.005 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.011 | 0.012 | 0.002 | 0.000 | 0.000 | 0.010 | 0.000 | 0.000 | 0.000 | 0.007 | 0.000 | 0.000 | 0.000 | 0.000 | 0.058 | 0.000 | 0.003 | 1.000 | 0.005 | 0.000 | 0.000 | 0.000 | 0.002 | 0.000 | 0.000 | 0.012 | 0.000 | 0.012 | 0.000 | 0.000 | 0.000 | 0.000 | 0.001 | 0.000 | 0.000 | 0.014 | 0.000 |
| Road_Surface_Condition_Loose snow | 0.036 | 0.036 | 0.097 | 0.009 | 0.009 | 0.000 | 0.071 | 0.554 | 0.000 | 0.006 | 0.050 | 0.002 | 0.034 | 0.064 | 0.013 | 0.027 | 0.019 | 0.000 | 0.037 | 0.094 | 0.009 | 0.000 | 0.012 | 0.026 | 0.010 | 0.005 | 0.015 | 0.019 | 0.024 | 0.004 | 0.018 | 0.033 | 0.004 | 0.000 | 0.002 | 0.008 | 0.008 | 0.023 | 0.004 | 0.052 | 0.005 | 1.000 | 0.000 | 0.002 | 0.042 | 0.048 | 0.000 | 0.003 | 0.115 | 0.002 | 0.027 | 0.000 | 0.000 | 0.005 | 0.000 | 0.000 | 0.000 | 0.000 | 0.026 | 0.000 |
| Road_Surface_Condition_Mud | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.005 | 0.006 | 0.000 | 0.000 | 0.000 | 0.000 | 0.006 | 0.000 | 0.000 | 0.000 | 0.006 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.007 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.001 | 0.000 | 0.006 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.005 | 0.000 |
| Road_Surface_Condition_Other | 0.000 | 0.000 | 0.000 | 0.003 | 0.000 | 0.046 | 0.006 | 0.000 | 0.000 | 0.098 | 0.000 | 0.000 | 0.009 | 0.021 | 0.000 | 0.003 | 0.003 | 0.000 | 0.000 | 0.012 | 0.000 | 0.079 | 0.017 | 0.013 | 0.012 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.002 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.008 | 0.000 | 0.013 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.011 | 0.000 |
| Road_Surface_Condition_Packed snow | 0.033 | 0.033 | 0.053 | 0.000 | 0.000 | 0.000 | 0.049 | 0.219 | 0.010 | 0.000 | 0.038 | 0.014 | 0.042 | 0.011 | 0.089 | 0.031 | 0.021 | 0.000 | 0.014 | 0.056 | 0.000 | 0.000 | 0.063 | 0.035 | 0.000 | 0.000 | 0.005 | 0.010 | 0.031 | 0.000 | 0.012 | 0.021 | 0.000 | 0.003 | 0.000 | 0.000 | 0.010 | 0.013 | 0.005 | 0.034 | 0.000 | 0.042 | 0.000 | 0.000 | 1.000 | 0.031 | 0.000 | 0.000 | 0.076 | 0.000 | 0.036 | 0.000 | 0.000 | 0.009 | 0.000 | 0.010 | 0.000 | 0.000 | 0.041 | 0.000 |
| Road_Surface_Condition_Slush | 0.033 | 0.033 | 0.013 | 0.002 | 0.085 | 0.000 | 0.034 | 0.270 | 0.000 | 0.000 | 0.024 | 0.000 | 0.016 | 0.019 | 0.013 | 0.010 | 0.012 | 0.000 | 0.015 | 0.045 | 0.020 | 0.000 | 0.009 | 0.008 | 0.000 | 0.002 | 0.009 | 0.015 | 0.025 | 0.000 | 0.013 | 0.023 | 0.005 | 0.000 | 0.000 | 0.000 | 0.004 | 0.016 | 0.009 | 0.039 | 0.002 | 0.048 | 0.000 | 0.000 | 0.031 | 1.000 | 0.000 | 0.000 | 0.086 | 0.000 | 0.007 | 0.000 | 0.000 | 0.008 | 0.000 | 0.000 | 0.000 | 0.000 | 0.006 | 0.000 |
| Road_Surface_Condition_Spilled liquid | 0.007 | 0.007 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.017 | 0.000 | 0.000 | 0.000 | 0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.378 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.008 |
| Road_Surface_Condition_Unknown | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.001 | 0.006 | 0.000 | 0.304 | 0.000 | 0.000 | 0.004 | 0.008 | 0.015 | 0.000 | 0.006 | 0.000 | 0.000 | 0.012 | 0.000 | 0.000 | 0.032 | 0.013 | 0.000 | 0.005 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.162 | 0.162 | 0.162 | 0.162 | 0.162 | 0.000 | 0.000 | 0.000 | 0.000 | 0.003 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.009 | 0.000 | 0.012 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.010 | 0.000 |
| Road_Surface_Condition_Wet | 0.011 | 0.011 | 0.017 | 0.039 | 0.014 | 0.000 | 0.655 | 0.031 | 0.007 | 0.000 | 0.011 | 0.010 | 0.000 | 0.018 | 0.041 | 0.005 | 0.010 | 0.000 | 0.018 | 0.064 | 0.034 | 0.000 | 0.021 | 0.028 | 0.000 | 0.000 | 0.006 | 0.006 | 0.010 | 0.005 | 0.031 | 0.029 | 0.000 | 0.000 | 0.000 | 0.000 | 0.009 | 0.033 | 0.009 | 0.093 | 0.012 | 0.115 | 0.001 | 0.008 | 0.076 | 0.086 | 0.000 | 0.009 | 1.000 | 0.006 | 0.029 | 0.000 | 0.000 | 0.001 | 0.000 | 0.010 | 0.000 | 0.006 | 0.024 | 0.000 |
| Traffic_Control_MPS | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.004 | 0.002 | 0.000 | 0.000 | 0.000 | 0.000 | 0.008 | 0.000 | 0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 0.006 | 0.000 | 0.000 | 0.000 | 0.018 | 0.001 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.010 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.010 | 0.007 | 0.000 | 0.000 | 0.002 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.006 | 1.000 | 0.019 | 0.000 | 0.000 | 0.000 | 0.000 | 0.005 | 0.000 | 0.000 | 0.016 | 0.000 |
| Traffic_Control_No control | 0.086 | 0.084 | 0.023 | 0.014 | 0.026 | 0.009 | 0.019 | 0.018 | 0.010 | 0.022 | 0.082 | 0.036 | 0.157 | 0.227 | 0.304 | 0.015 | 0.181 | 0.006 | 0.026 | 0.132 | 0.020 | 0.011 | 0.193 | 0.986 | 0.101 | 0.007 | 0.008 | 0.066 | 0.051 | 0.007 | 0.058 | 0.047 | 0.008 | 0.012 | 0.006 | 0.029 | 0.030 | 0.008 | 0.033 | 0.029 | 0.012 | 0.027 | 0.006 | 0.013 | 0.036 | 0.007 | 0.000 | 0.012 | 0.029 | 0.019 | 1.000 | 0.023 | 0.016 | 0.108 | 0.005 | 0.326 | 0.008 | 0.007 | 0.767 | 0.071 |
| Traffic_Control_Other | 0.002 | 0.001 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.007 | 0.000 | 0.000 | 0.000 | 0.000 | 0.001 | 0.000 | 0.000 | 0.007 | 0.000 | 0.000 | 0.000 | 0.007 | 0.002 | 0.000 | 0.000 | 0.021 | 0.010 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.017 | 0.015 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.023 | 1.000 | 0.000 | 0.000 | 0.000 | 0.007 | 0.000 | 0.000 | 0.020 | 0.000 |
| Traffic_Control_Ped. crossover | 0.014 | 0.013 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.008 | 0.007 | 0.002 | 0.005 | 0.000 | 0.000 | 0.000 | 0.000 | 0.008 | 0.000 | 0.000 | 0.007 | 0.000 | 0.000 | 0.000 | 0.004 | 0.009 | 0.000 | 0.028 | 0.000 | 0.000 | 0.000 | 0.000 | 0.013 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.016 | 0.000 | 1.000 | 0.000 | 0.000 | 0.004 | 0.000 | 0.000 | 0.014 | 0.000 |
| Traffic_Control_Roundabout | 0.021 | 0.022 | 0.000 | 0.000 | 0.000 | 0.000 | 0.003 | 0.009 | 0.000 | 0.000 | 0.006 | 0.012 | 0.025 | 0.008 | 0.034 | 0.051 | 0.036 | 0.000 | 0.000 | 0.010 | 0.005 | 0.000 | 0.020 | 0.107 | 0.075 | 0.001 | 0.002 | 0.003 | 0.022 | 0.000 | 0.011 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.010 | 0.000 | 0.008 | 0.000 | 0.000 | 0.005 | 0.000 | 0.000 | 0.009 | 0.008 | 0.000 | 0.000 | 0.001 | 0.000 | 0.108 | 0.000 | 0.000 | 1.000 | 0.000 | 0.040 | 0.000 | 0.000 | 0.095 | 0.007 |
| Traffic_Control_School bus | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.009 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.002 | 0.000 | 0.000 | 0.000 | 0.000 | 0.006 | 0.012 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.005 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.004 | 0.000 |
| Traffic_Control_Stop sign | 0.044 | 0.046 | 0.002 | 0.010 | 0.000 | 0.000 | 0.004 | 0.000 | 0.002 | 0.001 | 0.009 | 0.000 | 0.071 | 0.041 | 0.087 | 0.083 | 0.005 | 0.003 | 0.011 | 0.047 | 0.003 | 0.000 | 0.058 | 0.322 | 0.007 | 0.014 | 0.019 | 0.012 | 0.039 | 0.007 | 0.018 | 0.060 | 0.014 | 0.013 | 0.012 | 0.014 | 0.018 | 0.022 | 0.018 | 0.006 | 0.001 | 0.000 | 0.000 | 0.000 | 0.010 | 0.000 | 0.000 | 0.000 | 0.010 | 0.005 | 0.326 | 0.007 | 0.004 | 0.040 | 0.000 | 1.000 | 0.000 | 0.000 | 0.289 | 0.026 |
| Traffic_Control_Traffic controller | 0.005 | 0.005 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.006 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.001 | 0.000 | 0.000 | 0.000 | 0.007 | 0.000 | 0.000 | 0.000 | 0.002 | 0.000 | 0.023 | 0.032 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.008 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.007 | 0.000 |
| Traffic_Control_Traffic gate | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.006 | 0.000 | 0.000 | 0.009 | 0.000 | 0.014 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.030 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.006 | 0.000 | 0.007 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.006 | 0.000 |
| Traffic_Control_Traffic signal | 0.063 | 0.061 | 0.019 | 0.019 | 0.023 | 0.008 | 0.017 | 0.017 | 0.005 | 0.019 | 0.074 | 0.029 | 0.205 | 0.199 | 0.241 | 0.028 | 0.190 | 0.000 | 0.017 | 0.098 | 0.016 | 0.008 | 0.152 | 0.757 | 0.099 | 0.017 | 0.000 | 0.059 | 0.032 | 0.000 | 0.049 | 0.004 | 0.017 | 0.004 | 0.004 | 0.028 | 0.024 | 0.020 | 0.017 | 0.034 | 0.014 | 0.026 | 0.005 | 0.011 | 0.041 | 0.006 | 0.000 | 0.010 | 0.024 | 0.016 | 0.767 | 0.020 | 0.014 | 0.095 | 0.004 | 0.289 | 0.007 | 0.006 | 1.000 | 0.062 |
| Traffic_Control_Yield sign | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.006 | 0.008 | 0.028 | 0.015 | 0.017 | 0.012 | 0.005 | 0.000 | 0.006 | 0.016 | 0.000 | 0.000 | 0.011 | 0.070 | 0.010 | 0.000 | 0.000 | 0.000 | 0.003 | 0.000 | 0.001 | 0.003 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.008 | 0.000 | 0.000 | 0.000 | 0.071 | 0.000 | 0.000 | 0.007 | 0.000 | 0.026 | 0.000 | 0.000 | 0.062 | 1.000 |
Missing values
Sample
| Num_of_Vehicle | Num_Of_Pedestrians | Num_of_Bicycles | Num_of_Motorcycles | Num_of_Injuries | Num_of_Minimal_Injuries | Num_of_Minor_Injuries | Num_of_Major_Injuries | Num_of_Fatal_Injuries | Lat | Long | Accident_Timestamp | Location_Type_Midblock | Classification_Of_Accident_Non-fatal injury | Classification_Of_Accident_P.D. only | Initial_Impact_Type_Approaching | Initial_Impact_Type_Other | Initial_Impact_Type_Rear end | Initial_Impact_Type_SMV other | Initial_Impact_Type_SMV unattended vehicle | Initial_Impact_Type_Sideswipe | Initial_Impact_Type_Turning movement | Road_Surface_Condition_Ice | Road_Surface_Condition_Loose sand or gravel | Road_Surface_Condition_Loose snow | Road_Surface_Condition_Mud | Road_Surface_Condition_Other | Road_Surface_Condition_Packed snow | Road_Surface_Condition_Slush | Road_Surface_Condition_Spilled liquid | Road_Surface_Condition_Unknown | Road_Surface_Condition_Wet | Environment_Condition_Drifting Snow | Environment_Condition_Fog, mist, smoke, dust | Environment_Condition_Freezing Rain | Environment_Condition_Other | Environment_Condition_Rain | Environment_Condition_Snow | Environment_Condition_Strong wind | Environment_Condition_Unknown | Light_Dawn | Light_Daylight | Light_Dusk | Light_Other | Light_Unknown | Traffic_Control_MPS | Traffic_Control_No control | Traffic_Control_Other | Traffic_Control_Ped. crossover | Traffic_Control_Roundabout | Traffic_Control_School bus | Traffic_Control_Stop sign | Traffic_Control_Traffic controller | Traffic_Control_Traffic gate | Traffic_Control_Traffic signal | Traffic_Control_Yield sign | Max_Injury_Fatal | Max_Injury_Major | Max_Injury_Minimal | Max_Injury_Minor | Max_Injury_None | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 45.254481 | -75.931061 | 2017-01-01 01:28:00 | True | False | True | False | False | False | True | False | False | False | False | False | True | False | False | False | False | False | False | False | False | False | False | False | True | False | False | False | False | False | False | False | False | False | True | False | False | False | False | False | False | False | False | False | False | False | False | False | False |
| 1 | 2 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 45.428323 | -75.663225 | 2017-01-01 03:16:00 | True | False | True | False | False | False | False | False | True | False | False | False | True | False | False | False | False | False | False | False | False | False | False | False | False | True | False | False | False | False | False | False | False | False | True | False | False | False | False | False | False | False | False | False | False | False | False | False | False |
| 2 | 1 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 45.324735 | -75.826700 | 2017-01-01 07:17:00 | False | False | True | False | False | False | True | False | False | False | False | False | False | False | False | False | False | False | False | False | True | False | False | False | False | False | False | False | True | False | False | False | False | False | False | False | False | False | False | False | False | False | True | False | False | False | False | False | False |
| 3 | 2 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 45.338011 | -75.725984 | 2017-01-01 08:58:00 | False | False | True | False | False | True | False | False | False | False | False | False | True | False | False | False | False | False | False | False | False | False | False | False | False | True | False | False | False | True | False | False | False | False | False | False | False | False | False | False | False | False | True | False | False | False | False | False | False |
| 4 | 2 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 45.383786 | -75.671842 | 2017-01-01 11:41:00 | False | False | True | False | True | False | False | False | False | False | False | False | False | False | False | False | False | False | False | True | False | False | False | False | False | False | False | False | False | True | False | False | False | False | False | False | False | False | False | False | False | False | True | False | False | False | False | False | False |
| 5 | 2 | 0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 45.361850 | -75.791232 | 2017-01-01 12:08:00 | False | True | False | False | False | True | False | False | False | False | False | False | False | False | False | False | False | False | False | True | False | False | False | False | False | True | False | False | False | True | False | False | False | False | False | False | False | False | False | False | False | False | True | False | False | False | False | True | False |
| 6 | 1 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 45.452156 | -75.594470 | 2017-01-01 13:58:00 | True | False | True | False | False | False | False | True | False | False | False | False | False | False | False | False | True | False | False | False | False | False | False | False | False | True | False | False | False | False | False | False | True | False | True | False | False | False | False | False | False | False | False | False | False | False | False | False | False |
| 7 | 2 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 45.319864 | -75.782571 | 2017-01-01 20:26:00 | True | False | True | False | False | False | False | False | True | False | False | False | False | False | False | False | False | False | False | True | False | False | False | False | False | False | False | False | False | False | False | False | False | False | True | False | False | False | False | False | False | False | False | False | False | False | False | False | False |
| 8 | 1 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 45.424814 | -75.657416 | 2017-01-01 20:43:00 | False | False | True | False | False | False | True | False | False | False | False | False | True | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | True | False | False | False | False | False | False | False | False | False |
| 9 | 1 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 45.358637 | -75.746190 | 2017-01-01 21:40:00 | False | False | True | False | False | False | True | False | False | False | False | False | False | False | False | False | False | False | False | True | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | True | False | False | False | False | False | False | False | False | False |
| Num_of_Vehicle | Num_Of_Pedestrians | Num_of_Bicycles | Num_of_Motorcycles | Num_of_Injuries | Num_of_Minimal_Injuries | Num_of_Minor_Injuries | Num_of_Major_Injuries | Num_of_Fatal_Injuries | Lat | Long | Accident_Timestamp | Location_Type_Midblock | Classification_Of_Accident_Non-fatal injury | Classification_Of_Accident_P.D. only | Initial_Impact_Type_Approaching | Initial_Impact_Type_Other | Initial_Impact_Type_Rear end | Initial_Impact_Type_SMV other | Initial_Impact_Type_SMV unattended vehicle | Initial_Impact_Type_Sideswipe | Initial_Impact_Type_Turning movement | Road_Surface_Condition_Ice | Road_Surface_Condition_Loose sand or gravel | Road_Surface_Condition_Loose snow | Road_Surface_Condition_Mud | Road_Surface_Condition_Other | Road_Surface_Condition_Packed snow | Road_Surface_Condition_Slush | Road_Surface_Condition_Spilled liquid | Road_Surface_Condition_Unknown | Road_Surface_Condition_Wet | Environment_Condition_Drifting Snow | Environment_Condition_Fog, mist, smoke, dust | Environment_Condition_Freezing Rain | Environment_Condition_Other | Environment_Condition_Rain | Environment_Condition_Snow | Environment_Condition_Strong wind | Environment_Condition_Unknown | Light_Dawn | Light_Daylight | Light_Dusk | Light_Other | Light_Unknown | Traffic_Control_MPS | Traffic_Control_No control | Traffic_Control_Other | Traffic_Control_Ped. crossover | Traffic_Control_Roundabout | Traffic_Control_School bus | Traffic_Control_Stop sign | Traffic_Control_Traffic controller | Traffic_Control_Traffic gate | Traffic_Control_Traffic signal | Traffic_Control_Yield sign | Max_Injury_Fatal | Max_Injury_Major | Max_Injury_Minimal | Max_Injury_Minor | Max_Injury_None | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 74602 | 2 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 45.353079 | -75.783496 | 2022-05-31 07:00:00 | True | False | True | False | False | True | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | True | False | False | False | False | True | False | False | False | False | False | False | False | False | False | False | False | False | False | False |
| 74603 | 1 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 45.291036 | -76.012286 | 2022-05-31 14:50:00 | True | False | True | False | False | False | True | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | True | False | False | False | False | True | False | False | False | False | False | False | False | False | False | False | False | False | False | False |
| 74604 | 1 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 45.210216 | -75.734365 | 2022-06-01 09:30:00 | True | False | True | False | False | False | True | False | False | False | False | False | False | False | False | False | False | False | False | True | False | False | False | False | True | False | False | False | False | True | False | False | False | False | True | False | False | False | False | False | False | False | False | False | False | False | False | False | False |
| 74605 | 2 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 45.358515 | -75.772919 | 2022-06-02 08:28:00 | True | False | True | False | False | True | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | True | False | False | False | False | True | False | False | False | False | False | False | False | False | False | False | False | False | False | False |
| 74606 | 2 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 45.417398 | -75.658775 | 2022-06-02 12:38:00 | True | False | True | False | True | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | True | False | False | False | False | True | False | False | False | False | False | False | False | False | False | False | False | False | False | False |
| 74607 | 2 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 45.362241 | -76.233622 | 2022-06-03 11:52:00 | True | False | True | False | False | True | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | True | False | False | False | False | True | False | False | False | False | False | False | False | False | False | False | False | False | False | False |
| 74608 | 1 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 45.338743 | -75.841195 | 2022-06-03 12:10:00 | True | False | True | False | False | False | True | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | True | False | False | False | False | True | False | False | False | False | False | False | False | False | False | False | False | False | False | False |
| 74609 | 5 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 45.372274 | -75.752376 | 2022-06-03 14:50:00 | True | False | True | False | False | True | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | True | False | False | False | False | True | False | False | False | False | False | False | False | False | False | False | False | False | False | False |
| 74610 | 3 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 45.409077 | -75.691488 | 2022-06-03 14:58:00 | True | False | True | False | False | True | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | True | False | False | False | False | True | False | False | False | False | False | False | False | False | False | False | False | False | False | False |
| 74611 | 2 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 45.276966 | -75.800863 | 2022-06-03 17:05:00 | True | False | True | False | False | False | False | False | True | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | True | False | False | False | False | True | False | False | False | False | False | False | False | False | False | False | False | False | False | False |
Duplicate rows
Most frequently occurring
| Num_of_Vehicle | Num_Of_Pedestrians | Num_of_Bicycles | Num_of_Motorcycles | Num_of_Injuries | Num_of_Minimal_Injuries | Num_of_Minor_Injuries | Num_of_Major_Injuries | Num_of_Fatal_Injuries | Lat | Long | Accident_Timestamp | Location_Type_Midblock | Classification_Of_Accident_Non-fatal injury | Classification_Of_Accident_P.D. only | Initial_Impact_Type_Approaching | Initial_Impact_Type_Other | Initial_Impact_Type_Rear end | Initial_Impact_Type_SMV other | Initial_Impact_Type_SMV unattended vehicle | Initial_Impact_Type_Sideswipe | Initial_Impact_Type_Turning movement | Road_Surface_Condition_Ice | Road_Surface_Condition_Loose sand or gravel | Road_Surface_Condition_Loose snow | Road_Surface_Condition_Mud | Road_Surface_Condition_Other | Road_Surface_Condition_Packed snow | Road_Surface_Condition_Slush | Road_Surface_Condition_Spilled liquid | Road_Surface_Condition_Unknown | Road_Surface_Condition_Wet | Environment_Condition_Drifting Snow | Environment_Condition_Fog, mist, smoke, dust | Environment_Condition_Freezing Rain | Environment_Condition_Other | Environment_Condition_Rain | Environment_Condition_Snow | Environment_Condition_Strong wind | Environment_Condition_Unknown | Light_Dawn | Light_Daylight | Light_Dusk | Light_Other | Light_Unknown | Traffic_Control_MPS | Traffic_Control_No control | Traffic_Control_Other | Traffic_Control_Ped. crossover | Traffic_Control_Roundabout | Traffic_Control_School bus | Traffic_Control_Stop sign | Traffic_Control_Traffic controller | Traffic_Control_Traffic gate | Traffic_Control_Traffic signal | Traffic_Control_Yield sign | Max_Injury_Fatal | Max_Injury_Major | Max_Injury_Minimal | Max_Injury_Minor | Max_Injury_None | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 45.484600 | -75.498103 | 2018-11-12 07:08:00 | False | False | True | False | False | False | True | False | False | False | True | False | False | False | False | False | False | False | False | False | False | False | False | False | False | True | False | False | True | False | False | False | False | False | False | False | False | False | False | False | False | False | True | False | False | False | False | False | False | 2 |
| 1 | 2 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 45.370006 | -75.698201 | 2017-09-19 22:38:00 | False | False | True | False | False | False | False | False | False | True | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | True | False | False | False | False | False | False | 2 |
| 2 | 2 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 45.373718 | -75.684348 | 2018-02-21 20:49:00 | False | False | True | False | False | False | False | False | True | False | True | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | True | False | False | False | False | False | False | False | False | False | False | False | 2 |
| 3 | 2 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 45.378572 | -75.667552 | 2019-11-02 19:45:00 | False | False | True | False | False | False | False | False | True | False | False | False | False | False | False | False | False | False | False | True | False | False | False | False | True | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | True | False | False | False | False | False | False | 2 |
| 4 | 2 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 45.389919 | -75.693859 | 2018-09-17 17:50:00 | False | False | True | False | False | False | False | False | True | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | True | False | False | False | False | False | False | False | False | False | False | False | False | True | False | False | False | False | False | False | 2 |
| 5 | 2 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 45.438357 | -75.677767 | 2020-09-19 12:30:00 | False | False | True | False | False | True | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | True | False | False | False | False | False | False | False | False | False | False | False | False | True | False | False | False | False | False | False | 2 |
| 6 | 2 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 45.445510 | -75.498398 | 2022-05-10 12:00:00 | False | False | True | False | False | True | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | True | False | False | False | False | False | False | False | True | False | False | False | False | False | False | False | False | False | False | False | 2 |
| 7 | 2 | 0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 45.421395 | -75.698842 | 2022-10-03 15:30:00 | False | True | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | True | False | False | False | False | False | False | False | False | False | False | False | False | True | False | False | False | True | False | False | 2 |